Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max
rf 0.9388298 0.9370779 0.9898233 0.9098822
bt 0.7686170 0.9779805 0.8427419 0.5172811
maxnet 0.6928191 0.9690934 0.7892745 0.4689580
gam NA 0.9455137 NA NA
glm NA 0.7860134 NA NA

Variable Importance